An artificial neural-net based method for predicting power system voltage harmonics
1992; Institute of Electrical and Electronics Engineers; Volume: 7; Issue: 1 Linguagem: Inglês
10.1109/61.108934
ISSN1937-4208
AutoresH. Mori, Katsushi Itou, Hiroshi Uematsu, Senji Tsuzuki,
Tópico(s)Blind Source Separation Techniques
ResumoA novel method for predicting power system voltage harmonics with an artificial neural network is presented. The method is based on the backpropagation learning technique for feedforward neural networks. The promise of the proposed method in harmonics prediction is shown. In order to demonstrate its effectiveness, the proposed method is applied to voltage harmonics observed through a personal computer based measurement system and the performance is compared with that of conventional methods. >
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